DeepSeek Seeks Fresh Capital as AI Ambitions Outgrow High-Flyer’s Funding

DeepSeek was initially financed by High-Flyer Quant, Liang Wenfeng’s quantitative hedge fund, which provided both capital and computing resources. But the AI lab’s expanding ambitions and growing infrastructure requirements are making that funding model increasingly difficult to sustain.

High-Flyer, meanwhile, has been building exposure to some of China’s most prominent technology listings. Its affiliates secured pre-IPO allocations in memory chipmaker CXMT, humanoid robot company Unitree Robotics and several businesses across semiconductor packaging, electronic components and renewable energy.

CXMT represented High-Flyer’s largest disclosed pre-IPO allocation, with its two affiliates receiving a combined 175 million yuan ($26 million) of shares. The chipmaker subsequently surged more than fivefold on its Shanghai debut and had gained another 20% as of Thursday.

High-Flyer also secured approximately $5.8 million of Unitree shares before its listing, while DeepSeek participated separately as a strategic investor. Unitree jumped 460% on its first trading day, although the shares later retreated around 27%, highlighting the volatility surrounding China’s fast-growing strategic technology sectors.

The investment strategy has increasingly aligned High-Flyer with Beijing’s industrial priorities. Nearly half of its two affiliates’ disclosed allocations this year went toward semiconductors and related supply-chain companies, as China promotes domestic capabilities in chips, AI and robotics.

Analysts, however, distinguish between High-Flyer’s financial investments and DeepSeek’s strategic bets. While the quant funds primarily seek investment returns, DeepSeek can use its balance sheet to establish partnerships with companies that could become important parts of the broader AI ecosystem.

That distinction is becoming more important as DeepSeek’s own funding requirements increase. Its first external financing round reportedly raised 50 billion yuan ($7.4 billion), equivalent to more than 60% of High-Flyer’s roughly 80 billion yuan in assets, underscoring how difficult it would be for the hedge fund to finance DeepSeek’s expansion alone.

DeepSeek is reportedly seeking at least another $7.4 billion in a second round that could value the company at approximately $74 billion. Its previous investors included Tencent, JD.com, NetEase, Monolith Management and battery manufacturer Contemporary Amperex Technology.

Access to outside capital could also help DeepSeek compete for engineering talent and finance the enormous computing resources required to pursue advanced AI development. Investors are additionally considering the possibility of an eventual mainland Chinese listing, which could provide another source of capital and employee incentives.

For Liang, the evolution marks a significant shift from DeepSeek’s origins as a project supported by a quantitative trading empire. As the AI company grows, its future increasingly depends on institutional capital markets — while High-Flyer continues navigating the opportunities and risks created by China’s volatile but rapidly expanding technology investment boom.